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The Talend Data Integration Certified Developer Exam focuses on subjects related to the creation of Talend Studio data integration Jobs. These subjects encompass the utilization of Talend Studio in both individual and collaborative team settings to construct, assess, and experiment with Jobs. Additionally, it covers the aspects of accessing files and databases, combining and filtering data, coordinating intricate tasks, and adhering to best practices. The exam has a duration of 90 minutes and comprises 55 questions, with a passing score requirement of 70%.

- Minimum of six months of hands-on experience with Talend products

- Familiarity with the principles of data integration architecture and advanced functionalities, such as parallelization

- Proficiency in working with Talend Data Integration solutions, including manual setup and configuration, project administration, user management, deployment strategies for Jobs, and problem-solving common challenges

Define Talend Data Integration

Describe the Talend Studio GUI

Create a simple Job

Define and configure Talend metadata

Join two sources of data using the tMap component

Define the tMap Join settings and its rejected capture mechanism

Create a filter condition in tMap

Configure a filter reject output along with multiple filtered outputs

Use triggers to create a sequence of subJobs

Use logging components in a Job design

Create 'if' triggers based on component variables

Explain a typical master Job use case

Describe the order of priority to pass parameters in context variables

Send dynamic parameters to a child Job by overriding context variables

Explain Joblets and compare them to other orchestration primitives

Refactor and create a Joblet from an existing Job

Create a Joblet from the ground up

Incorporate a Joblet into a Job

Explain different parallelization options available in Studio

Profile the execution of a Job with and without parallelism applied

Explain key differences between a local and remote connection

Configure a remote connection in Talend Studio

Explain the key concepts of revision control (Git)

Perform operations on revision control

Define a reference project and use items from a reference project

Configure basic component properties

Create and configure a Schema

Use the tMap component and configure a simple mapping

Use pre-defined Talend Java functions

Define a standard context variable use case

Use context variables in a Job

Run Jobs in multiple contexts

Define a database metadata

Set actions on tables and data

Customize SQL queries in database components

Use metadata, generic schemas, and context variables in database components

Build a Job and understand its options

Run a standalone Job

Handle context variables in standalone Jobs

Configure remote hosts in Studio

Launch a Job on a remote host

1. Which capabilities does Traces Debug provide? Choose 2 answers

A.Filtering which data is propagated by a flow

B.Advancing one column at a time

C.Breaking on a selected line of code

D.Breaking when an input column fulfills a condition

E.Advancing one row at a time

Answer: D, E

2. Which characteristics distinguish Traces Debug from Java Debug? Choose 2 answers

AAllow row-by-row inspection of data flows

BRequires a separate perspective

CRequire Java development experiences

DSupports breakpoints based on input data condition

Answer: A, D

3. Which method allows you to execute the compiled Job Talend Studio?

A.Click the Export button in the Edit Properties window.

B.Right-click the Job in the Repository and select Build Job

C.Right-click the Job in the Repository and select Export items.

D.Select Save As on the main File menu

Answer: B

4. You are collaborating on a project with other developers using talend best practices.

When should you use a tag?

A.Capturing snapshot of a codebase that requires ongoing maintenance.

B.Fixing hugs or enhancements.

C.Denoting major or minor releases.

D.Denoting a milestone in the lifecycle of a project

Answer: D

5. Which statement is true about the Sync columns button on the Basic settings tab of the Component view? Choose 2 answers

A.Retrieves and synchronizes the output file schema with the input file schema for tFileOutputed limited.

B.Retrieves the schema of the current component to match the Next component

C.Retrieves the schema from the input component connected in the lob.

D.Retrieves and synchronizes the output schema with the input schema for tJavaRow.

Answer: C, D

6. You are building a complex Job and want to explore different optionsfor optimizing execution timesusing parallelism.

How can you identify execution times to verify the effectiveness of your changes? Choose 2 answers

A.Observing the execution time in the Code view.

B.Heading the time stamps from the execution console in the Run view.

C.Comparing time stamp in Trace Debug mode.

D.Observing the execution times that annotate the flows in the Designer.

Answer: B, D